Period
to 25 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 25 February 2018 with a comparison to the same period in the previous 2 years.

Scala
England > Yorkshire
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 251 260 294
Rank change year-on-year +9 +34 +90
Permanent jobs citing Scala 61 70 67
As % of all permanent IT jobs advertised in Yorkshire 0.62% 0.66% 0.52%
As % of the Programming Languages category 1.18% 1.26% 0.98%
Number of salaries quoted 46 55 50
Yorkshire median annual salary £50,750 £50,000 £50,000
Median salary % change year-on-year +1.50% - +23.46%
10th Percentile £38,750 £38,619 £39,750
90th Percentile £67,000 £66,250 £65,000
England median annual salary £67,500 £65,000 £60,000
% change year-on-year +3.85% +8.33% -

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 5,185 5,572 6,809
As % of all permanent IT jobs advertised in Yorkshire 52.44% 52.26% 53.14%
Number of salaries quoted 4,581 4,912 5,695
Yorkshire median annual salary £41,500 £40,000 £40,000
Median salary % change year-on-year +3.75% - +6.67%
10th Percentile £27,500 £27,175 £26,250
90th Percentile £59,000 £57,500 £57,500
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

Scala
Job Vacancy Trend in Yorkshire

Job postings citing Scala as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Scala in Yorkshire

Scala
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala in Yorkshire.

Salary trend for Scala in Yorkshire

Scala
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Scala in Yorkshire over the 6 months to 25 February 2018.

Salary histogram for Scala in Yorkshire

Scala
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Yorkshire region over the 6 months to 25 February 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +16 59 £53,250 +6.50% 15
South Yorkshire +18 12 £42,500 -29.17% 1
Scala
England

For the 6 months to 25 February 2018, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Scala.

1 59 (96.72%) Java
2 53 (86.89%) Agile Software Development
3 39 (63.93%) PHP
4 34 (55.74%) React
5 33 (54.10%) Go
5 33 (54.10%) TDD
6 28 (45.90%) Software Engineering
6 28 (45.90%) BDD
7 20 (32.79%) MySQL
7 20 (32.79%) DevOps
8 19 (31.15%) C#
8 19 (31.15%) Python
8 19 (31.15%) Open Source
8 19 (31.15%) Continuous Integration
9 18 (29.51%) Spring
9 18 (29.51%) Scrum
9 18 (29.51%) Docker
9 18 (29.51%) Jenkins
9 18 (29.51%) Spring Boot
10 17 (27.87%) Kubernetes
10 17 (27.87%) AngularJS
10 17 (27.87%) Finance
10 17 (27.87%) MongoDB
10 17 (27.87%) Node.js
11 16 (26.23%) Retail
11 16 (26.23%) Ruby
11 16 (26.23%) Oracle
12 15 (24.59%) C++
12 15 (24.59%) HTML
12 15 (24.59%) JavaScript

Scala
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (1.64%) Tomcat
Cloud Services
1 4 (6.56%) Amazon AWS
1 4 (6.56%) G Suite
1 4 (6.56%) Office 365
2 3 (4.92%) Slack
3 1 (1.64%) Google Cloud Platform
3 1 (1.64%) IaaS
3 1 (1.64%) Loggly
3 1 (1.64%) Sumo Logic
Communications & Networking
1 1 (1.64%) HTTP
Database & Business Intelligence
1 20 (32.79%) MySQL
2 17 (27.87%) MongoDB
3 14 (22.95%) Apache Cassandra
4 4 (6.56%) Riak
5 3 (4.92%) Hadoop
5 3 (4.92%) NoSQL
5 3 (4.92%) Relational Database
6 2 (3.28%) Apache Hive
6 2 (3.28%) Big Data
6 2 (3.28%) Data Lake
6 2 (3.28%) Data Warehouse
6 2 (3.28%) HBase
6 2 (3.28%) Impala
6 2 (3.28%) MOLAP
6 2 (3.28%) OLAP
6 2 (3.28%) ROLAP
6 2 (3.28%) Sqoop
Development Applications
1 18 (29.51%) Jenkins
2 15 (24.59%) Selenium
3 14 (22.95%) Atlassian Bamboo
3 14 (22.95%) Buildbot
3 14 (22.95%) Cucumber
3 14 (22.95%) Ranorex
4 10 (16.39%) Appium
4 10 (16.39%) SoapUI
5 6 (9.84%) Gatling
5 6 (9.84%) JMeter
5 6 (9.84%) NeoLoad
5 6 (9.84%) WATIR
5 6 (9.84%) WebLOAD
6 3 (4.92%) Git (software)
7 2 (3.28%) Maven
8 1 (1.64%) Grunt
8 1 (1.64%) Vagrant
General
1 17 (27.87%) Finance
2 16 (26.23%) Retail
3 11 (18.03%) Multimedia
4 10 (16.39%) Legal
5 1 (1.64%) Games
5 1 (1.64%) Marketing
Job Titles
1 34 (55.74%) Developer
2 28 (45.90%) Java Developer
3 13 (21.31%) Developer in Test
4 12 (19.67%) Engineering Manager
5 11 (18.03%) Consultant
5 11 (18.03%) Software Engineering Manager
5 11 (18.03%) Software Manager
5 11 (18.03%) Test Automation Consultant
5 11 (18.03%) Test Consultant
6 10 (16.39%) Agile Developer
6 10 (16.39%) Agile Java Developer
6 10 (16.39%) Architect
6 10 (16.39%) Java Consultant
6 10 (16.39%) Java Developer in Test
6 10 (16.39%) SC Cleared Java Developer
6 10 (16.39%) Test Automation Developer
7 8 (13.11%) Solutions Architect
8 7 (11.48%) Test Leader
9 6 (9.84%) Enterprise Solutions Architect
9 6 (9.84%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 34 (55.74%) React
2 18 (29.51%) Spring
2 18 (29.51%) Spring Boot
3 17 (27.87%) AngularJS
3 17 (27.87%) Node.js
4 15 (24.59%) CSS
4 15 (24.59%) HTML
5 14 (22.95%) Dropwizard
6 6 (9.84%) Kafka
7 4 (6.56%) RabbitMQ
8 3 (4.92%) .NET
8 3 (4.92%) ASP.NET
8 3 (4.92%) ASP.NET MVC
8 3 (4.92%) JSON
8 3 (4.92%) REST
8 3 (4.92%) SOAP
8 3 (4.92%) XML
9 2 (3.28%) Web Services
9 2 (3.28%) XSD
10 1 (1.64%) LAMP
Miscellaneous
1 2 (3.28%) Replication
1 2 (3.28%) Taxonomies
2 1 (1.64%) User Experience
Operating Systems
1 2 (3.28%) Android
1 2 (3.28%) Apple iOS
1 2 (3.28%) Mac OS X
2 1 (1.64%) Linux
Processes & Methodologies
1 53 (86.89%) Agile Software Development
2 33 (54.10%) TDD
3 28 (45.90%) BDD
3 28 (45.90%) Software Engineering
4 20 (32.79%) DevOps
5 19 (31.15%) Continuous Integration
5 19 (31.15%) Open Source
6 18 (29.51%) Scrum
7 15 (24.59%) Kanban
8 14 (22.95%) DSDM
8 14 (22.95%) Test Automation
9 13 (21.31%) SDLC
9 13 (21.31%) Software Testing
10 10 (16.39%) Mentoring
11 8 (13.11%) Stakeholder Management
12 4 (6.56%) Microservices
12 4 (6.56%) MVC
12 4 (6.56%) Performance Testing
12 4 (6.56%) Unit Testing
13 3 (4.92%) OOP
Programming Languages
1 59 (96.72%) Java
2 39 (63.93%) PHP
3 33 (54.10%) Go
4 19 (31.15%) C#
4 19 (31.15%) Python
5 16 (26.23%) Ruby
6 15 (24.59%) C++
6 15 (24.59%) JavaScript
7 14 (22.95%) C
8 3 (4.92%) Kotlin
9 2 (3.28%) R
10 1 (1.64%) Clojure
Qualifications
1 10 (16.39%) SC Cleared
1 10 (16.39%) Security Cleared
2 1 (1.64%) ISTQB
Quality Assurance & Compliance
1 3 (4.92%) QA
System Software
1 18 (29.51%) Docker
2 2 (3.28%) Apache Flume
2 2 (3.28%) HDFS
Systems Management
1 17 (27.87%) Kubernetes
2 5 (8.20%) Opscode Chef
3 2 (3.28%) Oozie
4 1 (1.64%) Ansible
4 1 (1.64%) Grafana
4 1 (1.64%) Nagios
4 1 (1.64%) Prometheus
4 1 (1.64%) Puppet
4 1 (1.64%) Salt
4 1 (1.64%) ZABBIX
Vendors
1 16 (26.23%) Oracle
2 5 (8.20%) Google
3 2 (3.28%) Microsoft
3 2 (3.28%) Splunk
4 1 (1.64%) New Relic
4 1 (1.64%) Rackspace
4 1 (1.64%) SaltStack